logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
A

Alex A. Freitas

university of kent

62H-index
435Paper Count
1.7WCitation Count
Published Papers 50
Publication Date
logo
A New Longitudinal Classification Method Based on Stacking Predictions for Separate Time Points
errARTIFICIAL INTELLIGENCE XLII, AI 2025, PT I
IF0
err2026-01-01
err0
PREAI
errProvost, Simon; Freitas, Alex A.
errShare
errSave
VitiForge: a new procedural pipeline approach for grapevine disease identification under data scarcity
errFrontiers in Plant Science
IF4.8
err2025-11-18
err0
errOAAI
errEduardo Farinati Leite; Lucas Brizola Fontoura; Augusto de Freitas; Giusepe Disconzi Dallegrave; Rafael Volpe de Freitas; Vinícius Silveira Mello; João Francisco Valiati
errShare
errSave
Automated machine learning for positive-unlabelled learning
errApplied Intelligence
IF3.5
err2025-07-16
err0
errOAAI
errJack D. Saunders; Alex A. Freitas
errShare
errSave
Advancements and challenges in using AI for biomarker detection in early Alzheimer’s disease
errDrug Discovery Today
IF7.5
err2025-06-20
err0
PREAI
errIman Beheshti; Benedict C. Albensi; Alex Freitas; Taravat Ghafourian
errShare
errSave
Enhancing dementia prediction models: Leveraging temporal patterns and class methods
errAPPLIED SOFT COMPUTING
IF6.6
err2025-03-01
err0
PREAI
errSeixas, Flavio Luiz; Seixas, Elaine Rangel; Freitas, Alex A.
errShare
errSave
Predicting the pro-longevity or anti-longevity effect of model organism genes with enhanced Gaussian noise augmentation-based contrastive learning on protein-protein interaction networks
errgenomics proteomics bioinformatics
IF2.8
err2024-11-28
err0
errOAAI
errAlsaggaf, Ibrahim; Freitas, Alex A.; Wan, Cen
errShare
errSave
Interpretable Ensembles of Classifiers for Uncertain Data With Bioinformatics Applications
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2023-05-01
err1
errOAAI
errMaia, Marcelo Rodrigues de Holanda; Plastino, Alexandre; Freitas, Alex; de Magalhaes, Joao Pedro
errShare
errSave
A Novel Feature Selection Method for Uncertain Features: An Application to the Prediction of Pro-/Anti-Longevity Genes
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2021-11-01
err8
errOAAI
errda Silva, Pablo Nascimento; Plastino, Alexandre; Fabris, Fabio; Freitas, Alex A.
errShare
errSave
A data-driven missing value imputation approach for longitudinal datasets
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2021-03-06
err13
errOAAI
errRibeiro, Caio; Freitas, Alex A.
errShare
errSave
Stochastic local search and parameters recommendation: a case study on flowshop problems
errINTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH
IF2.9
err2020-12-17
err1
PREAI
errPavelski, Lucas M.; Delgado, Myriam; Kessaci, Marie-Eleonore; Freitas, Alex A.
errShare
errSave
Prioritizing positive feature values: a new hierarchical feature selection method
errAPPLIED INTELLIGENCE
IF3.5
err2020-07-20
err3
errOAAI
errda Silva, Pablo Nascimento; Plastino, Alexandre; Freitas, Alex A.
errShare
errSave
The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens
errGENOME BIOLOGY
IF9.4
err2019-11-19
err264
errOAAI
errZhou, Naihui; Jiang, Yuxiang; Bergquist, Timothy R.; Lee, Alexandra J.; Kacsoh, Balint Z.; Crocker, Alex W.; Lewis, Kimberley A.; Georghiou, George; Nguyen, Huy N.; Hamid, Md Nafiz; Davis, Larry; Dogan, Tunca; Atalay, Volkan; Rifaioglu, Ahmet S.; Dalkiran, Alperen; Atalay, Rengul Cetin; Zhang, Chengxin; Hurto, Rebecca L.; Freddolino, Peter L.; Zhang, Yang; Bhat, Prajwal; Supek, Fran; Fernandez, Jose M.; Gemovic, Branislava; Perovic, Vladimir R.; Davidovic, Radoslav S.; Sumonja, Neven; Veljkovic, Nevena; Asgari, Ehsaneddin; Mofrad, Mohammad R. K.; Profiti, Giuseppe; Savojardo, Castrense; Martelli, Pier Luigi; Casadio, Rita; Boecker, Florian; Schoof, Heiko; Kahanda, Indika; Thurlby, Natalie; McHardy, Alice C.; Renaux, Alexandre; Saidi, Rabie; Gough, Julian; Freitas, Alex A.; Antczak, Magdalena; Fabris, Fabio; Wass, Mark N.; Hou, Jie; Cheng, Jianlin; Wang, Zheng; Romero, Alfonso E.; Paccanaro, Alberto; Yang, Haixuan; Goldberg, Tatyana; Zhao, Chenguang; Holm, Liisa; Toronen, Petri; Medlar, Alan J.; Zosa, Elaine; Borukhov, Itamar; Novikov, Ilya; Wilkins, Angela; Lichtarge, Olivier; Chi, Po-Han; Tseng, Wei-Cheng; Linial, Michal; Rose, Peter W.; Dessimoz, Christophe; Vidulin, Vedrana; Dzeroski, Saso; Sillitoe, Ian; Das, Sayoni; Lees, Jonathan Gill; Jones, David T.; Wan, Cen; Cozzetto, Domenico; Fa, Rui; Torres, Mateo; Vesztrocy, Alex Warwick; Rodriguez, Jose Manuel; Tress, Michael L.; Frasca, Marco; Notaro, Marco; Grossi, Giuliano; Petrini, Alessandro; Re, Matteo; Valentini, Giorgio; Mesiti, Marco; Roche, Daniel B.; Reeb, Jonas; Ritchie, David W.; Aridhi, Sabeur; Alborzi, Seyed Ziaeddin; Devignes, Marie-Dominique; Koo, Da Chen Emily; Bonneau, Richard; Gligorijevic, Vladimir; Barot, Meet; Fang, Hai; Toppo, Stefano; Lavezzo, Enrico; Falda, Marco; Berselli, Michele; Tosatto, Silvio C. E.; Carraro, Marco; Piovesan, Damiano; Rehman, Hafeez Ur; Mao, Qizhong; Zhang, Shanshan; Vucetic, Slobodan; Black, Gage S.; Jo, Dane; Suh, Erica; Dayton, Jonathan B.; Larsen, Dallas J.; Omdahl, Ashton R.; McGuffin, Liam J.; Brackenridge, Danielle A.; Babbitt, Patricia C.; Yunes, Jeffrey M.; Fontana, Paolo; Zhang, Feng; Zhu, Shanfeng; You, Ronghui; Zhang, Zihan; Dai, Suyang; Yao, Shuwei; Tian, Weidong; Cao, Renzhi; Chandler, Caleb; Amezola, Miguel; Johnson, Devon; Chang, Jia-Ming; Liao, Wen-Hung; Liu, Yi-Wei; Pascarelli, Stefano; Frank, Yotam; Hoehndorf, Robert; Kulmanov, Maxat; Boudellioua, Imane; Politano, Gianfranco; Di Carlo, Stefano; Benso, Alfredo; Hakala, Kai; Ginter, Filip; Mehryary, Farrokh; Kaewphan, Suwisa; Bjorne, Jari; Moen, Hans; Tolvanen, Martti E. E.; Salakoski, Tapio; Kihara, Daisuke; Jain, Aashish; Smuc, Tomislav; Altenhoff, Adrian; Ben-Hur, Asa; Rost, Burkhard; Brenner, Steven E.; Orengo, Christine A.; Jeffery, Constance J.; Bosco, Giovanni; Hogan, Deborah A.; Martin, Maria J.; O'Donovan, Claire; Mooney, Sean D.; Greene, Casey S.; Radivojac, Predrag; Friedberg, Iddo
errShare
errSave
Stochastic model genetic programming: Deriving pricing equations for rainfall weather derivatives
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2019-05-01
err12
errOAAI
errCramer, Sam; Kampouridis, Michael; Freitas, Alex A.; Alexandridis, Antonis
errShare
errSave
Comparing enrichment analysis and machine learning for identifying gene properties that discriminate between gene classes
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2019-03-20
err12
PREAI
errFabris, Fabio; Palmer, Daniel; de Magalhaes, Joao Pedro; Freitas, Alex A.
errShare
errSave
Investigating the role of Simpson's paradox in the analysis of top-ranked features in high-dimensional bioinformatics datasets
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2019-01-09
err8
errOAAI
errFreitas, Alex A.
errShare
errSave
Decomposition genetic programming: An extensive evaluation on rainfall prediction in the context of weather derivatives
errAPPLIED SOFT COMPUTING
IF6.6
err2018-09-01
err16
errOAAI
errCramer, Sam; Kampouridis, Michael; Freitas, Alex A.
errShare
errSave
An extensive evaluation of seven machine learning methods for rainfall prediction in weather derivatives
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2017-11-01
err117
errOAAI
errCramer, Sam; Kampouridis, Michael; Freitas, Alex A.; Alexandridis, Antonis K.
errShare
errSave
Machine learning for predicting lifespan-extending chemical compounds
errAGING-US
IF3.9
err2017-07-18
err28
errOAAI
errBarardo, Diogo G.; Newby, Danielle; Thornton, Daniel; Ghafourian, Taravat; de Magalhaes, Joao Pedro; Freitas, Alex A.
errShare
errSave
A revision and analysis of the comprehensiveness of the main longitudinal studies of human aging for data mining research
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2017-03-10
err7
errOAAI
errRibeiro, Caio Eduardo; Brito, Luis Henrique S.; Nobre, Cristiane Neri; Freitas, Alex A.; Zarate, Luis Enrique
errShare
errSave
A review of supervised machine learning applied to ageing research
errBIOGERONTOLOGY
IF4.1
err2017-03-06
err86
errOAAI
errFabris, Fabio; de Magalhes, Joao Pedro; Freitas, Alex A.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
张扬 cover
张扬 (Yang Zhang)
H-index: 112 · Papers: 1.6K
B
Burkhard Rost
H-index: 101 · Papers: 705
D
David T. Jones
H-index: 94 · Papers: 368
张峰 cover
张峰 (Feng Zhang)
H-index: 91 · Papers: 1.1K
R
Richard Bonneau
H-index: 90 · Papers: 501
View more